Routing-Based Continual Learning for Multimodal Large Language Models

Jay Mohta, Kenan Emir Ak, Gwang Lee +3

Multimodal Large Language Models (MLLMs) struggle with continual learning, often suffering from catastrophic forgetting when adapting to sequential tasks. We introduce a routing-ba…